Epoch 1/100 ---------- lr: 0.005 train loss: 8.2047 val loss: 4.0632 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0560 val loss: 2.8101 Epoch 3/100 ---------- lr: 0.005 train loss: 3.3519 val loss: 2.4010 Epoch 4/100 ---------- lr: 0.005 train loss: 2.9586 val loss: 1.9702 Epoch 5/100 ---------- lr: 0.005 train loss: 2.6665 val loss: 1.8838 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6447 val loss: 2.6261 Epoch 7/100 ---------- lr: 0.005 train loss: 2.7179 val loss: 1.5022 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2983 val loss: 1.4957 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0742 val loss: 1.2489 Epoch 10/100 ---------- lr: 0.005 train loss: 1.9849 val loss: 1.3547 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8646 val loss: 1.0893 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7946 val loss: 1.0160 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7323 val loss: 0.9952 Epoch 14/100 ---------- lr: 0.005 train loss: 1.8447 val loss: 1.2659 Epoch 15/100 ---------- lr: 0.005 train loss: 1.8157 val loss: 1.1495 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6067 val loss: 0.8627 Epoch 17/100 ---------- lr: 0.005 train loss: 1.7237 val loss: 1.1400 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7046 val loss: 0.8344 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4919 val loss: 0.7397 Epoch 20/100 ---------- lr: 0.005 train loss: 1.4901 val loss: 0.8277 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3798 val loss: 0.6932 Epoch 22/100 ---------- lr: 0.005 train loss: 1.3877 val loss: 1.0193 Epoch 23/100 ---------- lr: 0.005 train loss: 1.4072 val loss: 0.7139 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2972 val loss: 0.6952 Epoch 25/100 ---------- lr: 0.005 train loss: 1.2878 val loss: 0.6722 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2997 val loss: 0.7420 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3539 val loss: 0.6056 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5874 val loss: 0.7056 Epoch 29/100 ---------- lr: 0.005 train loss: 1.4357 val loss: 0.6163 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2412 val loss: 0.5560 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1927 val loss: 0.5088 Epoch 32/100 ---------- lr: 0.005 train loss: 1.1890 val loss: 0.6116 Epoch 33/100 ---------- lr: 0.005 train loss: 1.4738 val loss: 0.8349 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2693 val loss: 0.5481 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1819 val loss: 0.6284 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1962 val loss: 0.7164 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2200 val loss: 0.4993 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1530 val loss: 0.4503 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1263 val loss: 0.4791 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1668 val loss: 0.4725 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1154 val loss: 0.4470 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1273 val loss: 0.4630 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1346 val loss: 0.5084 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4976 val loss: 0.6952 Epoch 45/100 ---------- lr: 0.005 train loss: 1.3448 val loss: 0.4726 Epoch 46/100 ---------- lr: 0.005 train loss: 1.1146 val loss: 0.4159 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0994 val loss: 0.4383 Epoch 48/100 ---------- lr: 0.005 train loss: 1.0616 val loss: 0.3966 Epoch 49/100 ---------- lr: 0.005 train loss: 1.0638 val loss: 0.3971 Epoch 50/100 ---------- lr: 0.005 train loss: 1.0774 val loss: 0.5196 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0694 val loss: 0.4663 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0880 val loss: 0.3895 Epoch 53/100 ---------- lr: 0.005 train loss: 1.2784 val loss: 0.4568 Epoch 54/100 ---------- lr: 0.005 train loss: 1.4120 val loss: 0.6076 Epoch 55/100 ---------- lr: 0.005 train loss: 1.1584 val loss: 0.4180 Epoch 56/100 ---------- lr: 0.005 train loss: 1.0791 val loss: 0.4138 Epoch 57/100 ---------- lr: 0.005 train loss: 1.0559 val loss: 0.3897 Epoch 58/100 ---------- lr: 0.005 train loss: 1.0542 val loss: 0.4387 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0597 val loss: 0.4225 Epoch 60/100 ---------- lr: 0.005 train loss: 1.0655 val loss: 0.6596 Epoch 61/100 ---------- lr: 0.005 train loss: 1.1339 val loss: 0.4666 Epoch 62/100 ---------- lr: 0.005 train loss: 1.0803 val loss: 0.3974 Epoch 63/100 ---------- lr: 0.005 train loss: 1.2457 val loss: 0.4701 Epoch 64/100 ---------- lr: 0.005 train loss: 1.0473 val loss: 0.3841 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0379 val loss: 0.3597 Epoch 66/100 ---------- lr: 0.005 train loss: 1.1502 val loss: 0.4160 Epoch 67/100 ---------- lr: 0.005 train loss: 1.0941 val loss: 0.3834 Epoch 68/100 ---------- lr: 0.005 train loss: 1.0170 val loss: 0.3475 Epoch 69/100 ---------- lr: 0.005 train loss: 1.0219 val loss: 0.3504 Epoch 70/100 ---------- lr: 0.005 train loss: 1.0836 val loss: 0.6046 Epoch 71/100 ---------- lr: 0.005 train loss: 1.0460 val loss: 0.3383 Epoch 72/100 ---------- lr: 0.005 train loss: 1.0807 val loss: 0.4892 Epoch 73/100 ---------- lr: 0.005 train loss: 1.0269 val loss: 0.3459 Epoch 74/100 ---------- lr: 0.005 train loss: 1.0111 val loss: 0.3417 Epoch 75/100 ---------- lr: 0.005 train loss: 0.9852 val loss: 0.3303 Epoch 76/100 ---------- lr: 0.005 train loss: 1.0166 val loss: 0.3831 Epoch 77/100 ---------- lr: 0.005 train loss: 1.0287 val loss: 0.4345 Epoch 78/100 ---------- lr: 0.005 train loss: 0.9918 val loss: 0.2903 Epoch 79/100 ---------- lr: 0.005 train loss: 0.9714 val loss: 0.2899 Epoch 80/100 ---------- lr: 0.005 train loss: 1.0124 val loss: 0.3996 Epoch 81/100 ---------- lr: 0.005 train loss: 1.6200 val loss: 0.6800 Epoch 82/100 ---------- lr: 0.005 train loss: 1.1419 val loss: 0.4668 Epoch 83/100 ---------- lr: 0.005 train loss: 1.0452 val loss: 0.3882 Epoch 84/100 ---------- lr: 0.005 train loss: 1.0046 val loss: 0.3584 Epoch 85/100 ---------- lr: 0.005 train loss: 0.9745 val loss: 0.2972 Epoch 86/100 ---------- lr: 0.005 train loss: 0.9720 val loss: 0.2944 Epoch 87/100 ---------- lr: 0.005 train loss: 0.9617 val loss: 0.2953 Epoch 88/100 ---------- lr: 0.005 train loss: 1.0651 val loss: 0.6436 Epoch 89/100 ---------- lr: 0.005 train loss: 1.1409 val loss: 0.5788 Epoch 90/100 ---------- lr: 0.005 train loss: 1.1604 val loss: 0.3795 Epoch 91/100 ---------- lr: 0.005 train loss: 1.0244 val loss: 0.3676 Epoch 92/100 ---------- lr: 0.005 train loss: 0.9740 val loss: 0.3434 Epoch 93/100 ---------- lr: 0.005 train loss: 0.9739 val loss: 0.3191 Epoch 94/100 ---------- lr: 0.005 train loss: 0.9746 val loss: 0.3244 Epoch 95/100 ---------- lr: 0.005 train loss: 1.0176 val loss: 0.3672 Epoch 96/100 ---------- lr: 0.005 train loss: 1.0431 val loss: 0.3485 Epoch 97/100 ---------- lr: 0.005 train loss: 0.9657 val loss: 0.3022 Epoch 98/100 ---------- lr: 0.005 train loss: 0.9632 val loss: 0.3056 Epoch 99/100 ---------- lr: 0.005 train loss: 0.9653 val loss: 0.3001 Epoch 100/100 ---------- lr: 0.005 train loss: 0.9614 val loss: 0.3061 Training complete in 5m 53s Best val loss: 0.2899 at epoch 79 Val MSE at best epoch: 0.1225